Deep Learning-Enabled Assessment of Left Heart Structure and Function Predicts Cardiovascular Outcomes

Deep learning interpretation of echocardiographic images may facilitate automated assessment of cardiac structure and function. We developed a deep learning model to interpret echocardiograms and examined the association of deep learning-derived echocardiographic measures with incident outcomes. We...

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Veröffentlicht in:	Journal of the American College of Cardiology Jg. 82; H. 20; S. 1936
Hauptverfasser:	Lau, Emily S, Di Achille, Paolo, Kopparapu, Kavya, Andrews, Carl T, Singh, Pulkit, Reeder, Christopher, Al-Alusi, Mostafa, Khurshid, Shaan, Haimovich, Julian S, Ellinor, Patrick T, Picard, Michael H, Batra, Puneet, Lubitz, Steven A, Ho, Jennifer E
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States 14.11.2023
Schlagworte:	Atrial Fibrillation Deep Learning Heart Failure Humans Retrospective Studies Stroke Volume Ventricular Function, Left cardiovascular disease deep learning electronic health record echocardiography
ISSN:	1558-3597, 1558-3597
Online-Zugang:	Weitere Angaben
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